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Distribution-free tests of independence in high dimensions
Fang Han, Shizhe Chen, Han Liu
Operations Research & Financial Engineering
Research output
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Article
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peer-review
26
Scopus citations
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Mathematics
Test of Independence
100%
Distribution-free Test
96%
Higher Dimensions
66%
Test Statistic
62%
Spearman's rho
53%
Gumbel Distribution
48%
Kendall's tau
48%
Optimal Rates
43%
Type I error
40%
Random Vector
35%
Null hypothesis
33%
Family
33%
Independence
31%
High-dimensional
29%
Testing
25%
Observation
23%
Simulation
22%
Converge
22%
Alternatives
22%
Business & Economics
Distribution-free
90%
Test Statistic
76%
Kendall's tau
55%
Type I Error
45%
Testing
30%
Competitors
26%
Simulation
24%
Alternatives
16%
Engineering & Materials Science
Statistics
53%
Testing
18%
Medicine & Life Sciences
Statistics
55%
Agriculture & Biology
testing
28%
statistics
26%